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Loans and Allowance for Loan Losses - Changes in allowance (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Changes in the allowance      
Beginning Balance $ 22,174 $ 16,564 $ 15,615
Provision for loan losses 7,312 8,610 3,280
Loan charge-offs (7,578) (4,253) (4,840)
Loan recoveries 2,016 1,253 2,509
Ending Balance 23,924 22,174 16,564
Unallocated      
Changes in the allowance      
Beginning Balance 1,177 911 1,516
Provision for loan losses 1,015 266 (605)
Ending Balance 2,192 1,177 911
Commercial      
Changes in the allowance      
Beginning Balance 18,656 12,841 11,666
Provision for loan losses 3,797 8,765 3,180
Loan charge-offs (6,541) (3,783) (3,287)
Loan recoveries 1,623 833 1,282
Ending Balance 17,535 18,656 12,841
Commercial | Commercial and industrial      
Changes in the allowance      
Beginning Balance 12,127 7,589 6,702
Provision for loan losses 5,213 6,911 3,244
Loan charge-offs (6,540) (3,123) (3,287)
Loan recoveries 1,470 750 930
Ending Balance 12,270 12,127 7,589
Commercial | Real estate construction      
Changes in the allowance      
Beginning Balance 250 343 480
Provision for loan losses 51 (35) (416)
Loan charge-offs (1) (60)  
Loan recoveries 3 2 279
Ending Balance 303 250 343
Commercial | Commercial real estate      
Changes in the allowance      
Beginning Balance 6,279 4,909 4,484
Provision for loan losses (1,467) 1,889 352
Loan charge-offs   (600)  
Loan recoveries 150 81 73
Ending Balance 4,962 6,279 4,909
Consumer      
Changes in the allowance      
Beginning Balance 2,341 2,812 2,433
Provision for loan losses 2,500 (421) 705
Loan charge-offs (1,037) (470) (1,553)
Loan recoveries 393 420 1,227
Ending Balance 4,197 2,341 2,812
Consumer | Residential | Real estate first mortgage      
Changes in the allowance      
Beginning Balance 1,156 1,411 1,126
Provision for loan losses 292 (226) 182
Loan charge-offs   (29)  
Loan recoveries     103
Ending Balance 1,448 1,156 1,411
Consumer | Residential | Real estate junior lien      
Changes in the allowance      
Beginning Balance 805 902 907
Provision for loan losses 1,825 (171) 247
Loan charge-offs (465) (133) (1,124)
Loan recoveries 232 207 872
Ending Balance 2,397 805 902
Consumer | Other revolving and installment      
Changes in the allowance      
Beginning Balance 380 499 400
Provision for loan losses 383 (24) 276
Loan charge-offs (572) (308) (429)
Loan recoveries 161 213 252
Ending Balance $ 352 $ 380 $ 499